{ "best_metric": 0.21390262246131897, "best_model_checkpoint": "finetuned-indian-food/checkpoint-1300", "epoch": 4.0, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 0.0001984984984984985, "loss": 2.8538, "step": 10 }, { "epoch": 0.06, "learning_rate": 0.00019699699699699701, "loss": 2.5964, "step": 20 }, { "epoch": 0.09, "learning_rate": 0.0001954954954954955, "loss": 2.2524, "step": 30 }, { "epoch": 0.12, "learning_rate": 0.00019399399399399402, "loss": 1.9596, "step": 40 }, { "epoch": 0.15, "learning_rate": 0.0001924924924924925, "loss": 1.726, "step": 50 }, { "epoch": 0.18, "learning_rate": 0.000190990990990991, "loss": 1.6152, "step": 60 }, { "epoch": 0.21, "learning_rate": 0.0001894894894894895, "loss": 1.3396, "step": 70 }, { "epoch": 0.24, "learning_rate": 0.000187987987987988, "loss": 1.2854, "step": 80 }, { "epoch": 0.27, "learning_rate": 0.0001864864864864865, "loss": 1.107, "step": 90 }, { "epoch": 0.3, "learning_rate": 0.000184984984984985, "loss": 1.0846, "step": 100 }, { "epoch": 0.3, "eval_accuracy": 0.8554729011689692, "eval_loss": 0.9561436772346497, "eval_runtime": 39.5068, "eval_samples_per_second": 23.819, "eval_steps_per_second": 2.987, "step": 100 }, { "epoch": 0.33, "learning_rate": 0.0001834834834834835, "loss": 0.9812, "step": 110 }, { "epoch": 0.36, "learning_rate": 0.000181981981981982, "loss": 0.8571, "step": 120 }, { "epoch": 0.39, "learning_rate": 0.0001804804804804805, "loss": 0.916, "step": 130 }, { "epoch": 0.42, "learning_rate": 0.00017897897897897898, "loss": 0.9905, "step": 140 }, { "epoch": 0.45, "learning_rate": 0.0001774774774774775, "loss": 0.7381, "step": 150 }, { "epoch": 0.48, "learning_rate": 0.000175975975975976, "loss": 0.801, "step": 160 }, { "epoch": 0.51, "learning_rate": 0.0001744744744744745, "loss": 0.6606, "step": 170 }, { "epoch": 0.54, "learning_rate": 0.000172972972972973, "loss": 0.7538, "step": 180 }, { "epoch": 0.57, "learning_rate": 0.00017147147147147148, "loss": 0.6495, "step": 190 }, { "epoch": 0.6, "learning_rate": 0.00016996996996997, "loss": 0.7894, "step": 200 }, { "epoch": 0.6, "eval_accuracy": 0.8926673751328374, "eval_loss": 0.587147057056427, "eval_runtime": 38.4761, "eval_samples_per_second": 24.457, "eval_steps_per_second": 3.067, "step": 200 }, { "epoch": 0.63, "learning_rate": 0.00016846846846846846, "loss": 0.7121, "step": 210 }, { "epoch": 0.66, "learning_rate": 0.00016696696696696697, "loss": 0.6888, "step": 220 }, { "epoch": 0.69, "learning_rate": 0.00016546546546546546, "loss": 0.5768, "step": 230 }, { "epoch": 0.72, "learning_rate": 0.00016396396396396395, "loss": 0.6568, "step": 240 }, { "epoch": 0.75, "learning_rate": 0.00016261261261261262, "loss": 0.601, "step": 250 }, { "epoch": 0.78, "learning_rate": 0.0001611111111111111, "loss": 0.5431, "step": 260 }, { "epoch": 0.81, "learning_rate": 0.00015960960960960963, "loss": 0.6634, "step": 270 }, { "epoch": 0.84, "learning_rate": 0.00015810810810810812, "loss": 0.8153, "step": 280 }, { "epoch": 0.87, "learning_rate": 0.00015660660660660663, "loss": 0.9727, "step": 290 }, { "epoch": 0.9, "learning_rate": 0.00015510510510510512, "loss": 0.6233, "step": 300 }, { "epoch": 0.9, "eval_accuracy": 0.9107332624867163, "eval_loss": 0.4447122812271118, "eval_runtime": 38.3227, "eval_samples_per_second": 24.555, "eval_steps_per_second": 3.079, "step": 300 }, { "epoch": 0.93, "learning_rate": 0.0001536036036036036, "loss": 0.578, "step": 310 }, { "epoch": 0.96, "learning_rate": 0.00015210210210210212, "loss": 0.6366, "step": 320 }, { "epoch": 0.99, "learning_rate": 0.0001506006006006006, "loss": 0.8622, "step": 330 }, { "epoch": 1.02, "learning_rate": 0.00014909909909909913, "loss": 0.5957, "step": 340 }, { "epoch": 1.05, "learning_rate": 0.00014759759759759762, "loss": 0.4458, "step": 350 }, { "epoch": 1.08, "learning_rate": 0.0001460960960960961, "loss": 0.383, "step": 360 }, { "epoch": 1.11, "learning_rate": 0.00014459459459459462, "loss": 0.4259, "step": 370 }, { "epoch": 1.14, "learning_rate": 0.00014309309309309308, "loss": 0.4246, "step": 380 }, { "epoch": 1.17, "learning_rate": 0.0001415915915915916, "loss": 0.3343, "step": 390 }, { "epoch": 1.2, "learning_rate": 0.0001400900900900901, "loss": 0.3619, "step": 400 }, { "epoch": 1.2, "eval_accuracy": 0.8937300743889479, "eval_loss": 0.4354824125766754, "eval_runtime": 37.6727, "eval_samples_per_second": 24.978, "eval_steps_per_second": 3.132, "step": 400 }, { "epoch": 1.23, "learning_rate": 0.00013858858858858858, "loss": 0.5238, "step": 410 }, { "epoch": 1.26, "learning_rate": 0.0001370870870870871, "loss": 0.5456, "step": 420 }, { "epoch": 1.29, "learning_rate": 0.00013558558558558558, "loss": 0.5347, "step": 430 }, { "epoch": 1.32, "learning_rate": 0.0001340840840840841, "loss": 0.3739, "step": 440 }, { "epoch": 1.35, "learning_rate": 0.00013258258258258258, "loss": 0.392, "step": 450 }, { "epoch": 1.38, "learning_rate": 0.00013108108108108107, "loss": 0.5306, "step": 460 }, { "epoch": 1.41, "learning_rate": 0.0001295795795795796, "loss": 0.4171, "step": 470 }, { "epoch": 1.44, "learning_rate": 0.00012807807807807808, "loss": 0.3715, "step": 480 }, { "epoch": 1.47, "learning_rate": 0.00012657657657657657, "loss": 0.5192, "step": 490 }, { "epoch": 1.5, "learning_rate": 0.00012507507507507508, "loss": 0.34, "step": 500 }, { "epoch": 1.5, "eval_accuracy": 0.9117959617428267, "eval_loss": 0.3712367117404938, "eval_runtime": 37.8371, "eval_samples_per_second": 24.87, "eval_steps_per_second": 3.119, "step": 500 }, { "epoch": 1.53, "learning_rate": 0.00012357357357357357, "loss": 0.5209, "step": 510 }, { "epoch": 1.56, "learning_rate": 0.00012207207207207209, "loss": 0.4896, "step": 520 }, { "epoch": 1.59, "learning_rate": 0.00012057057057057057, "loss": 0.5666, "step": 530 }, { "epoch": 1.62, "learning_rate": 0.00011906906906906908, "loss": 0.3288, "step": 540 }, { "epoch": 1.65, "learning_rate": 0.00011756756756756758, "loss": 0.4315, "step": 550 }, { "epoch": 1.68, "learning_rate": 0.00011606606606606607, "loss": 0.4185, "step": 560 }, { "epoch": 1.71, "learning_rate": 0.00011456456456456457, "loss": 0.2794, "step": 570 }, { "epoch": 1.74, "learning_rate": 0.00011306306306306307, "loss": 0.3125, "step": 580 }, { "epoch": 1.77, "learning_rate": 0.00011156156156156157, "loss": 0.3229, "step": 590 }, { "epoch": 1.8, "learning_rate": 0.00011006006006006006, "loss": 0.3413, "step": 600 }, { "epoch": 1.8, "eval_accuracy": 0.8916046758767269, "eval_loss": 0.40877240896224976, "eval_runtime": 39.2551, "eval_samples_per_second": 23.971, "eval_steps_per_second": 3.006, "step": 600 }, { "epoch": 1.83, "learning_rate": 0.00010855855855855856, "loss": 0.3967, "step": 610 }, { "epoch": 1.86, "learning_rate": 0.00010705705705705707, "loss": 0.32, "step": 620 }, { "epoch": 1.89, "learning_rate": 0.00010555555555555557, "loss": 0.3256, "step": 630 }, { "epoch": 1.92, "learning_rate": 0.0001042042042042042, "loss": 0.4024, "step": 640 }, { "epoch": 1.95, "learning_rate": 0.0001027027027027027, "loss": 0.4209, "step": 650 }, { "epoch": 1.98, "learning_rate": 0.0001012012012012012, "loss": 0.3888, "step": 660 }, { "epoch": 2.01, "learning_rate": 9.96996996996997e-05, "loss": 0.3793, "step": 670 }, { "epoch": 2.04, "learning_rate": 9.81981981981982e-05, "loss": 0.3094, "step": 680 }, { "epoch": 2.07, "learning_rate": 9.66966966966967e-05, "loss": 0.3613, "step": 690 }, { "epoch": 2.1, "learning_rate": 9.51951951951952e-05, "loss": 0.3619, "step": 700 }, { "epoch": 2.1, "eval_accuracy": 0.9043570669500531, "eval_loss": 0.37407416105270386, "eval_runtime": 39.0938, "eval_samples_per_second": 24.07, "eval_steps_per_second": 3.018, "step": 700 }, { "epoch": 2.13, "learning_rate": 9.36936936936937e-05, "loss": 0.3051, "step": 710 }, { "epoch": 2.16, "learning_rate": 9.219219219219219e-05, "loss": 0.4062, "step": 720 }, { "epoch": 2.19, "learning_rate": 9.069069069069069e-05, "loss": 0.3811, "step": 730 }, { "epoch": 2.22, "learning_rate": 8.918918918918919e-05, "loss": 0.3118, "step": 740 }, { "epoch": 2.25, "learning_rate": 8.76876876876877e-05, "loss": 0.3014, "step": 750 }, { "epoch": 2.28, "learning_rate": 8.61861861861862e-05, "loss": 0.2404, "step": 760 }, { "epoch": 2.31, "learning_rate": 8.468468468468469e-05, "loss": 0.3802, "step": 770 }, { "epoch": 2.34, "learning_rate": 8.318318318318319e-05, "loss": 0.3222, "step": 780 }, { "epoch": 2.37, "learning_rate": 8.168168168168169e-05, "loss": 0.2459, "step": 790 }, { "epoch": 2.4, "learning_rate": 8.018018018018019e-05, "loss": 0.2135, "step": 800 }, { "epoch": 2.4, "eval_accuracy": 0.9160467587672688, "eval_loss": 0.328594833612442, "eval_runtime": 38.4594, "eval_samples_per_second": 24.467, "eval_steps_per_second": 3.068, "step": 800 }, { "epoch": 2.43, "learning_rate": 7.867867867867868e-05, "loss": 0.2152, "step": 810 }, { "epoch": 2.46, "learning_rate": 7.717717717717718e-05, "loss": 0.2621, "step": 820 }, { "epoch": 2.49, "learning_rate": 7.567567567567568e-05, "loss": 0.2118, "step": 830 }, { "epoch": 2.52, "learning_rate": 7.417417417417419e-05, "loss": 0.2826, "step": 840 }, { "epoch": 2.55, "learning_rate": 7.267267267267268e-05, "loss": 0.4047, "step": 850 }, { "epoch": 2.58, "learning_rate": 7.117117117117116e-05, "loss": 0.4956, "step": 860 }, { "epoch": 2.61, "learning_rate": 6.966966966966967e-05, "loss": 0.2431, "step": 870 }, { "epoch": 2.64, "learning_rate": 6.816816816816817e-05, "loss": 0.2189, "step": 880 }, { "epoch": 2.67, "learning_rate": 6.666666666666667e-05, "loss": 0.2455, "step": 890 }, { "epoch": 2.7, "learning_rate": 6.516516516516516e-05, "loss": 0.2166, "step": 900 }, { "epoch": 2.7, "eval_accuracy": 0.9415515409139213, "eval_loss": 0.2758049964904785, "eval_runtime": 38.181, "eval_samples_per_second": 24.646, "eval_steps_per_second": 3.091, "step": 900 }, { "epoch": 2.73, "learning_rate": 6.366366366366366e-05, "loss": 0.2648, "step": 910 }, { "epoch": 2.76, "learning_rate": 6.216216216216216e-05, "loss": 0.2233, "step": 920 }, { "epoch": 2.79, "learning_rate": 6.0660660660660665e-05, "loss": 0.2876, "step": 930 }, { "epoch": 2.82, "learning_rate": 5.915915915915916e-05, "loss": 0.3385, "step": 940 }, { "epoch": 2.85, "learning_rate": 5.765765765765766e-05, "loss": 0.2823, "step": 950 }, { "epoch": 2.88, "learning_rate": 5.615615615615616e-05, "loss": 0.135, "step": 960 }, { "epoch": 2.91, "learning_rate": 5.465465465465466e-05, "loss": 0.289, "step": 970 }, { "epoch": 2.94, "learning_rate": 5.3153153153153155e-05, "loss": 0.2228, "step": 980 }, { "epoch": 2.97, "learning_rate": 5.165165165165166e-05, "loss": 0.3221, "step": 990 }, { "epoch": 3.0, "learning_rate": 5.015015015015015e-05, "loss": 0.1557, "step": 1000 }, { "epoch": 3.0, "eval_accuracy": 0.9330499468650372, "eval_loss": 0.2679324150085449, "eval_runtime": 37.7775, "eval_samples_per_second": 24.909, "eval_steps_per_second": 3.124, "step": 1000 }, { "epoch": 3.03, "learning_rate": 4.8648648648648654e-05, "loss": 0.1808, "step": 1010 }, { "epoch": 3.06, "learning_rate": 4.714714714714715e-05, "loss": 0.2742, "step": 1020 }, { "epoch": 3.09, "learning_rate": 4.5645645645645645e-05, "loss": 0.147, "step": 1030 }, { "epoch": 3.12, "learning_rate": 4.414414414414415e-05, "loss": 0.248, "step": 1040 }, { "epoch": 3.15, "learning_rate": 4.264264264264264e-05, "loss": 0.1214, "step": 1050 }, { "epoch": 3.18, "learning_rate": 4.1141141141141144e-05, "loss": 0.352, "step": 1060 }, { "epoch": 3.21, "learning_rate": 3.963963963963964e-05, "loss": 0.2441, "step": 1070 }, { "epoch": 3.24, "learning_rate": 3.813813813813814e-05, "loss": 0.2205, "step": 1080 }, { "epoch": 3.27, "learning_rate": 3.663663663663664e-05, "loss": 0.1925, "step": 1090 }, { "epoch": 3.3, "learning_rate": 3.513513513513514e-05, "loss": 0.1115, "step": 1100 }, { "epoch": 3.3, "eval_accuracy": 0.9362380446333688, "eval_loss": 0.2528650462627411, "eval_runtime": 38.8623, "eval_samples_per_second": 24.214, "eval_steps_per_second": 3.036, "step": 1100 }, { "epoch": 3.33, "learning_rate": 3.3633633633633635e-05, "loss": 0.2245, "step": 1110 }, { "epoch": 3.36, "learning_rate": 3.213213213213213e-05, "loss": 0.2538, "step": 1120 }, { "epoch": 3.39, "learning_rate": 3.063063063063063e-05, "loss": 0.1725, "step": 1130 }, { "epoch": 3.42, "learning_rate": 2.912912912912913e-05, "loss": 0.3009, "step": 1140 }, { "epoch": 3.45, "learning_rate": 2.762762762762763e-05, "loss": 0.3042, "step": 1150 }, { "epoch": 3.48, "learning_rate": 2.6126126126126128e-05, "loss": 0.1748, "step": 1160 }, { "epoch": 3.51, "learning_rate": 2.4624624624624627e-05, "loss": 0.1229, "step": 1170 }, { "epoch": 3.54, "learning_rate": 2.3123123123123125e-05, "loss": 0.2376, "step": 1180 }, { "epoch": 3.57, "learning_rate": 2.1621621621621624e-05, "loss": 0.2025, "step": 1190 }, { "epoch": 3.6, "learning_rate": 2.012012012012012e-05, "loss": 0.1571, "step": 1200 }, { "epoch": 3.6, "eval_accuracy": 0.946865037194474, "eval_loss": 0.23596596717834473, "eval_runtime": 38.9005, "eval_samples_per_second": 24.19, "eval_steps_per_second": 3.033, "step": 1200 }, { "epoch": 3.63, "learning_rate": 1.8618618618618618e-05, "loss": 0.0491, "step": 1210 }, { "epoch": 3.66, "learning_rate": 1.7117117117117117e-05, "loss": 0.1921, "step": 1220 }, { "epoch": 3.69, "learning_rate": 1.5615615615615616e-05, "loss": 0.1733, "step": 1230 }, { "epoch": 3.72, "learning_rate": 1.4114114114114116e-05, "loss": 0.1822, "step": 1240 }, { "epoch": 3.75, "learning_rate": 1.2612612612612611e-05, "loss": 0.2661, "step": 1250 }, { "epoch": 3.78, "learning_rate": 1.1111111111111112e-05, "loss": 0.1566, "step": 1260 }, { "epoch": 3.81, "learning_rate": 9.60960960960961e-06, "loss": 0.1764, "step": 1270 }, { "epoch": 3.84, "learning_rate": 8.108108108108109e-06, "loss": 0.1824, "step": 1280 }, { "epoch": 3.87, "learning_rate": 6.606606606606607e-06, "loss": 0.122, "step": 1290 }, { "epoch": 3.9, "learning_rate": 5.105105105105106e-06, "loss": 0.1079, "step": 1300 }, { "epoch": 3.9, "eval_accuracy": 0.9521785334750266, "eval_loss": 0.21390262246131897, "eval_runtime": 38.2092, "eval_samples_per_second": 24.628, "eval_steps_per_second": 3.088, "step": 1300 }, { "epoch": 3.93, "learning_rate": 3.603603603603604e-06, "loss": 0.1973, "step": 1310 }, { "epoch": 3.96, "learning_rate": 2.102102102102102e-06, "loss": 0.0976, "step": 1320 }, { "epoch": 3.99, "learning_rate": 6.006006006006006e-07, "loss": 0.1724, "step": 1330 }, { "epoch": 4.0, "step": 1332, "total_flos": 1.651775717862015e+18, "train_loss": 0.4871297548483084, "train_runtime": 1589.6821, "train_samples_per_second": 13.406, "train_steps_per_second": 0.838 } ], "max_steps": 1332, "num_train_epochs": 4, "total_flos": 1.651775717862015e+18, "trial_name": null, "trial_params": null }